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Posts Tagged ‘machine learning’

Award-Winning Rock Type Classification with Machine Learning

Posted in Oil & Gas on Friday, April 26th, 2019. No comments yet
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Author: Samhita Shah The results are in! Emerson’s Rock Type Classification (RTC) with Machine Learning has been announced as the winner of the 2019 Hart Energy Meritorious Awards for Engineering (MEA) Innovation in the category of Exploration/Geoscience. The MEA program recognizes new products and technologies that demonstrate innovation in concept, design and application. “Our magazine […]

Machine Learning and IIoT for Real-Time Batch Optimization

Posted in Process Optimization on Thursday, February 28th, 2019. No comments yet
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One of the areas where Information Technology (IT) and Operational Technology (OT) teams are more closely collaborating is in machine learning applications. At the recent ARC Industry Forum conference in Orlando, Blair Fraser, with Emerson Impact Partner Lakeside Controls, presented in a session, IT/OT convergence, Machine Learning and IIoT enables predictive performance monitoring of Fermentation […]

Machine Learning in Root Cause Analysis

Posted in Industrial IOT on Thursday, November 29th, 2018. No comments yet
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It’s hard to keep up with the news in the manufacturing industries and not find articles on how artificial intelligence will bring improvements. Machine learning is one area that can help spot patterns to improve reliability, quality, and throughput. At this past Emerson Exchange conference in San Antonio, Emerson’s Mark Nixon and Noel Bell teamed […]

Finding Permian Basin Oil-Filled Packstones

Posted in Event, Oil & Gas on Wednesday, August 29th, 2018. No comments yet
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I read an article today about how the Texas/New Mexico Permian Basin shale region is driving extreme frack sand demand. This article references an IHS Markit study indicating the value of this market has grown from $1.3B to $4B USD over the past two years. This growth also likely means that a lot of geologists, […]

Workflows Using Machine Learning Boost Interpretation Confidence

Posted in Oil & Gas on Wednesday, August 22nd, 2018. No comments yet
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Author: Lorena Guerra Uncertainty is an intrinsic property of the oil & gas exploration & production industry. A major goal in any interpretation project is to reduce uncertainty to the minimum, and one way to do that is to work in an integrated fashion, using as much data as possible. With the huge amounts of […]